org.apache.mahout.cf.taste.eval.IRStatistics Maven / Gradle / Ivy

/**
 * Licensed to the Apache Software Foundation (ASF) under one or more
 * contributor license agreements.  See the NOTICE file distributed with
 * this work for additional information regarding copyright ownership.
 * The ASF licenses this file to You under the Apache License, Version 2.0
 * (the "License"); you may not use this file except in compliance with
 * the License.  You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.apache.mahout.cf.taste.eval;

/**
 * 
 * Implementations encapsulate information retrieval-related statistics about a
 * {@link org.apache.mahout.cf.taste.recommender.Recommender}'s recommendations.
 * 
 * 
 * 
 * See Information retrieval.
 * 
 */
public interface IRStatistics {
  
  /**
   * 
   * See Precision.
   * 
   */
  double getPrecision();
  
  /**
   * 
   * See Recall.
   * 
   */
  double getRecall();
  
  /**
   * 
   * See Fall-Out.
   * 
   */
  double getFallOut();
  
  /**
   * 
   * See F-measure.
   * 
   */
  double getF1Measure();
  
  /**
   * 
   * See F-measure.
   * 
   */
  double getFNMeasure(double n);

  /**
   * 
   * See 
   * Normalized Discounted Cumulative Gain.
   * 
   */
  double getNormalizedDiscountedCumulativeGain();
  
  /**
   * @return the fraction of all users for whom recommendations could be produced
   */
  double getReach();
  
}